深度学习/光学计算/计算机视觉 论文速览 | Nature Communications 2023, Training large-scale optoelectronic neural networ

注1:本文系“最新论文速览”系列之一,致力于简洁清晰地介绍、解读最新的顶会/顶刊论文

深度学习/光学计算/计算机视觉 论文速览 | Nature Communications 2023, Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning

Yuan, X., Wang, Y., Xu, Z. et al. Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning. Nat Commun 14, 7110 (2023). https://doi.org/10.1038/s41467-023-42984-y
论文原文: https://www.nature.com/articles/s41467-023-42984-y
清华，方璐老师团队, Nature Communications

摘要

• 本文提出了DANTE,即光电-人工双神经元网络,以应对光电神经网络对光学衍射建模的复杂计算和优化挑战。
• DANTE引入了人工神经元层来近似光